Multiscale simulation of spatially correlated microstructure via a latent space representation

Author:

Jones Reese E.ORCID,Hamel Craig M.ORCID,Bolintineanu Dan,Johnson KyleORCID,Buarque de Macedo RobertORCID,Fuhg Jan,Bouklas NikolaosORCID,Kramer Sharlotte

Funder

U.S. Department of Energy

National Nuclear Security Administration

Publisher

Elsevier BV

Reference109 articles.

1. Karhunen–loève decomposition of random fields based on a hierarchical matrix approach;Allaix;Int. J. Numer. Methods Eng.,2013

2. Central limits and homogenization in random media;Bal;Multiscale Model. Simul.,2008

3. Regularized linear autoencoders recover the principal components, eventually;Bao;Adv. Neural Inf. Process. Syst.,2020

4. Characterization of random composites using moving-window technique;Baxter;J. Eng. Mech.,2000

5. Micromechanics based random material property fields for particulate reinforced composites;Baxter;Int. J. Solids Struct.,2001

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